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46041 Publications
2026 | Journal Article | LibreCat-ID: 67302
T. Markmann, M. Straat, S. Peitz, and B. Hammer, “Fourier neural operators as data-driven surrogates for two- and three-dimensional Rayleigh–Bénard convection,” Neurocomputing, vol. 679, p. 133201, 2026, doi: 10.1016/j.neucom.2026.133201.
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2026 | Conference Paper | LibreCat-ID: 67299 | 
H. Harder, A. Vishwasrao, L. Guastoni, R. Vinuesa, and S. Peitz, “Efficient probabilistic surrogate modeling techniques for partially-observed large-scale dynamical systems,” in Proceedings of The 8th Annual Learning for Dynamics and Control Conference, 2026, vol. 331, pp. 1601–1619, doi: 10.48550/arXiv.2511.04641.
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2026 | Conference Paper | LibreCat-ID: 67303 |
A. C. Amakor, K. Sonntag, and S. Peitz, “Interactive Pareto navigation for deep multi-task learning,” in European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2026, pp. 652–668, doi: 10.1007/978-3-032-37667-1_37.
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2026 | Conference Paper | LibreCat-ID: 67305 |
J. Becktepe, A. Franz, N. Thuerey, and S. Peitz, “Plug-and-Play Benchmarking of Reinforcement Learning Algorithms for Large-Scale Flow Control,” 2026, doi: 10.48550/arXiv.2601.15015.
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2026 | Journal Article | LibreCat-ID: 67301
M. C. Wohlleben, J. Schütte, M. Berkemeier, W. Sextro, and S. Peitz, “Evaluating Physics-Based, Hybrid, and Data-Driven Models for Rubber-Metal Bushings,” Multibody System Dynamics, 2026, doi: 10.1007/s11044-026-10146-9.
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2026 | Preprint | LibreCat-ID: 67298 |
C. Mugisho Zagabe and S. Peitz, “Automatic feature identification in least-squares policy iteration using the Koopman operator framework,” arXiv:2603.26464. 2026.
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2026 | Preprint | LibreCat-ID: 67304 |
T. Plotzki and S. Peitz, “Koopman-based surrogate modeling for reinforcement-learning-control of Rayleigh-Benard convection,” arXiv:2603.28074. 2026.
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2026 | Journal Article | LibreCat-ID: 62816 |
Z. Zhao, C. Weinberger, J. Steube, M. Bauer, M. Brehm, and M. Tiemann, “Fast‐Responding O2 Gas Sensor Based on Luminescent Europium Metal‐Organic Frameworks (MOF‐76),” Advanced Functional Materials, Art. no. e11190, 2026, doi: 10.1002/adfm.202511190.
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2026 | Conference Paper | LibreCat-ID: 67339
A. Abdulmaqsod, Y. Mahmood, A.-C. Ngonga Ngomo, and M. A. Sherif, “LYRA: Belief-Driven Scalable Class Expression Learning in Description Logics,” 2026.
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2026 | Conference Paper | LibreCat-ID: 67344
A. Becker, A.-C. Ngonga Ngomo, and M. Sherif, “TIM: Tiered Iterative Knowledge Graph Matching,” 2026.
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2026 | Conference Paper | LibreCat-ID: 67341
D. Ekinci Birol, N. J. KOUAGOU, M. Sherif, and A.-C. Ngonga Ngomo, “ATLAS: Adaptive Attribute-Aware Post-Hoc Alignment of Knowledge Graph Embeddings,” 2026.
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2026 | Conference Paper | LibreCat-ID: 67340
A. Abdulmaqsod et al., “PBFF-KG: A FAIR Knowledge Graph Towards Sustainable Design of Plant-Based Fermented Foods,” 2026.
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2026 | Conference Paper | LibreCat-ID: 67342
D. Ekinci Birol, N. J. Kouagou, S. Sharma, A. Khomich, M. A. Sherif, and A.-C. Ngonga Ngomo, “ASTRA: Adaptive Structure-Aware Post-Hoc Alignment of Knowledge Graph Embeddings,” 2026.
LibreCat
2026 | Conference Paper | LibreCat-ID: 67345
J. Bobe, M. Eckert, V. Scherenberg, and K. B. Klingsieck, “Heute schon an morgen denken - Gruppenunterschiede in der Prokrastination klimafreundlichen Verhaltens,” presented at the First Conference of the DGPs Interest Group “Human – Climate – Sustainability,” Hannover, 2026.
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2026 | Conference Paper | LibreCat-ID: 67346
J. Bobe, M. Eckert, V. Scherenberg, and K. B. Klingsieck, “Stress, Compulsive Internet Use, and Procrastination - A Mediation Model of Procrastination in High School Students,” presented at the 54th DGPs Congress 2026, Luxembourg, 2026.
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2026 | Dissertation | LibreCat-ID: 67348
J. Bobe, Prokrastination und die Bedeutung des subjektiven Unwohlseins. 2026.
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2026 | Journal Article | LibreCat-ID: 67357
I. Mpidi Bita, E. Ugur, A. Hovemann, and R. Dumitrescu, “Resilience-by-Design: Extracting Resilience Requirements Using the Resilience Graph in the Automotive Concept Phase,” Future Internet, vol. 18, no. 1, Art. no. 51, 2026, doi: 10.3390/fi18010051.
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2026 | Journal Article | LibreCat-ID: 67358
J. Knepler, T. Seidenberg, K. Grigoryan, L. Asmar, and R. Dumitrescu, “AI-based scenario management for SMEs: the need for modular, explainable and reusable foresight pipelines,” Proceedings of the Design Society, vol. 6, pp. 2373–2382, 2026, doi: 10.1017/pds.2026.10595.
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2026 | Journal Article | LibreCat-ID: 67367
I. Mpidi Bita, V. Mellacheruvu, E. Ugur, A. Hovemann, and R. Dumitrescu, “Resilience-by-design: maturity model for assessing the resilience capabilities of automotive systems architecture in the concept phase,” Proceedings of the Design Society, vol. 6, pp. 2821–2830, 2026, doi: 10.1017/pds.2026.10640.
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2026 | Journal Article | LibreCat-ID: 67368
R. Grothe, I. M. Bita, A. Hovemann, and R. Dumitrescu, “Sustainability by design: the impact of product architecture decisions on the sustainability of products – a practitioner qualitative assessment,” Proceedings of the Design Society, vol. 6, pp. 1291–1300, 2026, doi: 10.1017/pds.2026.10487.
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